diff --git a/requirements.txt b/requirements.txt
index 42619e67..d0e7b088 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -12,5 +12,5 @@ Keras-Preprocessing==1.0.9
 keras-self-attention==0.42.0
 tensorflow==1.13.1
 tensorflow-estimator==1.13.0
-tensorflow-gpu==1.13.1
+tensorflow-gpu==2.3.1
 contractions